doevent commited on
Commit
e945bef
β€’
1 Parent(s): ba68abb

Upload app.py

Browse files
Files changed (1) hide show
  1. app.py +59 -0
app.py ADDED
@@ -0,0 +1,59 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ from transformers import pipeline, set_seed
2
+ import gradio as grad, random, re
3
+
4
+
5
+ gpt2_pipe = pipeline('text-generation', model='Gustavosta/MagicPrompt-Stable-Diffusion', tokenizer='gpt2')
6
+ with open("ideas.txt", "r") as f:
7
+ line = f.readlines()
8
+
9
+
10
+ def generate(starting_text):
11
+ for count in range(4):
12
+ seed = random.randint(100, 1000000)
13
+ set_seed(seed)
14
+
15
+ if starting_text == "":
16
+ starting_text: str = line[random.randrange(0, len(line))].replace("\n", "").lower().capitalize()
17
+ starting_text: str = re.sub(r"[,:\-–.!;?_]", '', starting_text)
18
+ print(starting_text)
19
+
20
+ response = gpt2_pipe(starting_text, max_length=random.randint(60, 90), num_return_sequences=4)
21
+ response_list = []
22
+ for x in response:
23
+ resp = x['generated_text'].strip()
24
+ if resp != starting_text and len(resp) > (len(starting_text) + 4) and resp.endswith((":", "-", "β€”")) is False:
25
+ response_list.append(resp+'\n')
26
+
27
+ response_end = "\n".join(response_list)
28
+ response_end = re.sub('[^ ]+\.[^ ]+','', response_end)
29
+ response_end = response_end.replace("<", "").replace(">", "")
30
+
31
+ if response_end != "":
32
+ return response_end
33
+ if count == 4:
34
+ return response_end
35
+
36
+
37
+ txt = grad.Textbox(lines=1, label="Initial Text", placeholder="English Text here")
38
+ out = grad.Textbox(lines=4, label="Generated Prompts")
39
+
40
+ examples = []
41
+ for x in range(8):
42
+ examples.append(line[random.randrange(0, len(line))].replace("\n", "").lower().capitalize())
43
+
44
+ title = "Stable Diffusion Prompt Generator"
45
+ description = 'This is a demo of the model series: "MagicPrompt", in this case, aimed at: Stable Diffusion. To use it, simply submit your text or click on one of the examples.<b><br><br>To learn more about the model, go to the link: https://huggingface.co/Gustavosta/MagicPrompt-Stable-Diffusion<br>'
46
+ article = "<div><center><img src='https://visitor-badge.glitch.me/badge?page_id=magicprompt_Stable Diffusion' alt='visitor badge'></center></div>"
47
+
48
+ grad.Interface(fn=generate,
49
+ inputs=txt,
50
+ outputs=out,
51
+ examples=examples,
52
+ title=title,
53
+ description=description,
54
+ article=article,
55
+ allow_flagging='never',
56
+ cache_examples=False,
57
+ theme="default").launch(enable_queue=True, debug=True)
58
+
59
+